{
  "_note": "Machine-readable copy of the case-study evidence rendered at https://benian.ai/case-studies, from the same typed source, so the two cannot disagree. Every stat carries a basis label: \"measured\" means verified in production systems Benian operates or in its own delivery records; \"client-reported\" means the client reported the number and Benian cannot independently verify it; \"projection\" means an extrapolation from current pace, never presented as achieved. Stat values are numeric; combine prefix, value, and suffix for the display form (prefix \"$\", value 120, suffix \"K\" renders as $120K).",
  "asOf": "2026-08-20",
  "methodology": [
    "Measured numbers come from production systems Benian operates for the client: full voice-AI call logs (every call, duration, outcome, and hour of day), deployed software, and our own delivery records.",
    "Client-reported numbers come from the client and are labeled as such; we do not publish them as measurements.",
    "Projections are extrapolations from current pace, always labeled, never presented as achieved results.",
    "Revenue figures use the client’s own average transaction values applied to counted bookings or sales; we round down, not up.",
    "No caller or patient data appears anywhere: every published figure is an aggregate."
  ],
  "totals": {
    "calls": 4045,
    "minutesHandled": 4203,
    "afterHoursCalls": 1086,
    "operations": 3,
    "monthsOfLogs": 11,
    "pickupRate": 100
  },
  "heroEvidence": [
    {
      "value": 4045,
      "label": "Calls answered in production",
      "basis": "measured"
    },
    {
      "value": 120,
      "prefix": "$",
      "suffix": "K",
      "label": "Sales opportunities generated",
      "basis": "client-reported"
    },
    {
      "value": 93,
      "label": "Patients booked in month one",
      "basis": "measured"
    },
    {
      "value": 18,
      "suffix": "%",
      "label": "Operating costs cut",
      "basis": "client-reported"
    }
  ],
  "studies": [
    {
      "slug": "vot-distribution",
      "company": "VOT Distribution",
      "industry": "Multi-brand e-commerce distribution",
      "services": [
        "Chat AI",
        "Workflow Automation",
        "Content Automation"
      ],
      "liveSince": "2026",
      "headline": {
        "value": 120,
        "prefix": "$",
        "suffix": "K",
        "label": "In generated sales opportunities",
        "basis": "client-reported"
      },
      "stats": [
        {
          "value": 7,
          "prefix": "$",
          "suffix": "K",
          "label": "Closed from those opportunities so far",
          "basis": "client-reported"
        },
        {
          "value": 12,
          "suffix": "%",
          "label": "Campaign response rate",
          "basis": "client-reported"
        },
        {
          "value": 2,
          "label": "AI storefront assistants in production",
          "basis": "measured"
        },
        {
          "value": 1,
          "prefix": "~$",
          "suffix": "M",
          "label": "Pipeline at current campaign pace",
          "basis": "projection"
        }
      ],
      "summary": "A growth system for a multi-brand distributor: outbound campaigns at a 12% response rate have generated $120K in opportunities, two AI storefront assistants are live, and a full content engine feeds the brands.",
      "dataAsOf": "2026-08-20"
    },
    {
      "slug": "my-smile-miami",
      "company": "My Smile Miami",
      "industry": "Dental",
      "services": [
        "Voice AI"
      ],
      "liveSince": "September 2025",
      "headline": {
        "value": 27,
        "prefix": "$",
        "suffix": "K",
        "label": "Revenue captured in month one",
        "basis": "measured"
      },
      "stats": [
        {
          "value": 93,
          "label": "Patients booked in month one",
          "basis": "measured"
        },
        {
          "value": 3335,
          "label": "Calls answered in 11 months",
          "basis": "measured"
        },
        {
          "value": 900,
          "suffix": "+",
          "label": "After-hours calls answered",
          "basis": "measured"
        },
        {
          "value": 58,
          "suffix": " hrs",
          "label": "Of phone time handled by AI",
          "basis": "measured"
        },
        {
          "value": 100,
          "suffix": "%",
          "label": "Pickup rate since launch",
          "basis": "measured"
        }
      ],
      "summary": "A 24/7 AI receptionist for a busy Miami dental practice: month one captured $27K in booked appointment revenue, and eleven months in it has answered 3,335 calls, a third of them outside office hours.",
      "monthlySeries": [
        {
          "month": "2025-09",
          "calls": 21
        },
        {
          "month": "2025-10",
          "calls": 103
        },
        {
          "month": "2025-11",
          "calls": 175
        },
        {
          "month": "2025-12",
          "calls": 297
        },
        {
          "month": "2026-01",
          "calls": 522
        },
        {
          "month": "2026-02",
          "calls": 317
        },
        {
          "month": "2026-03",
          "calls": 239
        },
        {
          "month": "2026-04",
          "calls": 198
        },
        {
          "month": "2026-05",
          "calls": 257
        },
        {
          "month": "2026-06",
          "calls": 271
        },
        {
          "month": "2026-07",
          "calls": 229
        },
        {
          "month": "2026-08",
          "calls": 93
        }
      ],
      "dataAsOf": "2026-08-20"
    },
    {
      "slug": "halls-heating",
      "company": "Hall's Heating & Air",
      "industry": "HVAC",
      "services": [
        "Voice AI"
      ],
      "liveSince": "October 2025",
      "headline": {
        "value": 100,
        "suffix": "%",
        "label": "Pickup rate through seasonal peaks",
        "basis": "measured"
      },
      "stats": [
        {
          "value": 23,
          "label": "Jobs booked in month one",
          "basis": "measured"
        },
        {
          "value": 200,
          "suffix": "+",
          "label": "Calls per month at current pace",
          "basis": "measured"
        },
        {
          "value": 79,
          "suffix": "%",
          "label": "Of AI-handled calls arrive after hours",
          "basis": "measured"
        },
        {
          "value": 2,
          "suffix": " hrs",
          "label": "Owner time saved per day",
          "basis": "client-reported"
        }
      ],
      "summary": "An HVAC company where the AI now carries the after-hours load: 79% of the calls it handles arrive outside business hours, at a pace above 200 calls a month, with every call answered.",
      "dataAsOf": "2026-08-20"
    },
    {
      "slug": "discovery-dental",
      "company": "Discovery Dental",
      "industry": "Dental",
      "services": [
        "Voice AI"
      ],
      "liveSince": "April 2026",
      "headline": {
        "value": 550,
        "suffix": "+",
        "label": "Calls answered in the first four months",
        "basis": "measured"
      },
      "stats": [
        {
          "value": 100,
          "suffix": "%",
          "label": "Pickup rate since launch",
          "basis": "measured"
        },
        {
          "value": 292,
          "label": "Calls routed to the right person",
          "basis": "measured"
        },
        {
          "value": 113,
          "label": "After-hours calls covered",
          "basis": "measured"
        },
        {
          "value": 9,
          "suffix": " hrs",
          "label": "Of phone time handled by AI",
          "basis": "measured"
        }
      ],
      "summary": "A front-desk AI that answers every call, resolves what it can, and hands the rest to the right human: 550+ calls answered in four months, over half warm-transferred with full context.",
      "monthlySeries": [
        {
          "month": "2026-04",
          "calls": 10
        },
        {
          "month": "2026-05",
          "calls": 29
        },
        {
          "month": "2026-06",
          "calls": 33
        },
        {
          "month": "2026-07",
          "calls": 302
        },
        {
          "month": "2026-08",
          "calls": 179
        }
      ],
      "dataAsOf": "2026-08-20"
    },
    {
      "slug": "e-ihracat-turkiye",
      "company": "E-Ihracat Turkiye",
      "industry": "E-commerce education & services",
      "services": [
        "Claude Enablement",
        "Voice AI"
      ],
      "liveSince": "June 2026",
      "headline": {
        "value": 1.5,
        "suffix": "×",
        "decimals": 1,
        "label": "Monthly revenue after Claude enablement",
        "basis": "client-reported"
      },
      "stats": [
        {
          "value": 50,
          "prefix": "$",
          "suffix": "K",
          "label": "Monthly revenue run-rate reached",
          "basis": "client-reported"
        },
        {
          "value": 20,
          "suffix": " hrs",
          "label": "Of hands-on Claude training delivered",
          "basis": "measured"
        },
        {
          "value": 15,
          "label": "Meetings booked by the voice agent in week one",
          "basis": "client-reported"
        },
        {
          "value": 8,
          "prefix": "$",
          "suffix": "K",
          "label": "In sales from week-one voice-agent meetings",
          "basis": "client-reported"
        }
      ],
      "summary": "A team that already had the tools but not the leverage: 20 hours of hands-on Claude training that the client credits with a 1.5× revenue jump, plus an outbound voice agent that booked 15 meetings in its first week.",
      "dataAsOf": "2026-08-20"
    },
    {
      "slug": "nobel-tip-kitabevleri",
      "company": "Nobel Tip Kitabevleri",
      "industry": "Medical publishing & retail",
      "services": [
        "AI Consulting",
        "Automation Roadmap"
      ],
      "liveSince": "2026",
      "headline": {
        "value": 18,
        "suffix": "%",
        "label": "Operating costs cut after the roadmap",
        "basis": "client-reported"
      },
      "stats": [
        {
          "value": 100,
          "suffix": "%",
          "label": "Of departments audited in person",
          "basis": "measured"
        },
        {
          "value": 1,
          "label": "Prioritized AI roadmap, delivered and executed",
          "basis": "measured"
        }
      ],
      "summary": "A deep AI operations audit for an established firm: every department examined, an automation roadmap delivered, and an 18% reduction in operating costs after execution.",
      "dataAsOf": "2026-08-20"
    }
  ]
}